Document (#2656)

Author

Savic, D.

Title

Designing an expert system for classifying office documents

Source

Records management quarterly. 28(1994) no.3, S.20-29

Year

1994

Abstract

Can records management benefit from artificial intelligence technology, in particular from expert systems? Gives an answer to this question by showing an example of a small scale prototype project in automatic classification of office documents. Project methodology and basic elements of an expert system's approach are elaborated to give guidelines to potential users of this promising technology

Theme

Automatisches Klassifizieren

Similar documents (content)

1. Humphrey, S.M.: Use and management of classification systems for knowledge-based indexing (1992) 0.23

   0.22828664 = sum of:
     0.22828664 = product of:
       0.95119435 = sum of:
         0.10035529 = weight(abstract_txt:intelligence in 2094) [ClassicSimilarity], result of:
           0.10035529 = score(doc=2094,freq=1.0), product of:
             0.15667617 = queryWeight, product of:
               1.1271553 = boost
               5.8562455 = idf(docFreq=343, maxDocs=44218)
               0.023735583 = queryNorm
             0.64052683 = fieldWeight in 2094, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.8562455 = idf(docFreq=343, maxDocs=44218)
               0.109375 = fieldNorm(doc=2094)
         0.10362849 = weight(abstract_txt:prototype in 2094) [ClassicSimilarity], result of:
           0.10362849 = score(doc=2094,freq=1.0), product of:
             0.16006468 = queryWeight, product of:
               1.1392789 = boost
               5.9192348 = idf(docFreq=322, maxDocs=44218)
               0.023735583 = queryNorm
             0.6474163 = fieldWeight in 2094, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.9192348 = idf(docFreq=322, maxDocs=44218)
               0.109375 = fieldNorm(doc=2094)
         0.11151157 = weight(abstract_txt:artificial in 2094) [ClassicSimilarity], result of:
           0.11151157 = score(doc=2094,freq=1.0), product of:
             0.16808258 = queryWeight, product of:
               1.1674644 = boost
               6.0656753 = idf(docFreq=278, maxDocs=44218)
               0.023735583 = queryNorm
             0.66343325 = fieldWeight in 2094, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.0656753 = idf(docFreq=278, maxDocs=44218)
               0.109375 = fieldNorm(doc=2094)
         0.12075392 = weight(abstract_txt:designing in 2094) [ClassicSimilarity], result of:
           0.12075392 = score(doc=2094,freq=1.0), product of:
             0.1772462 = queryWeight, product of:
               1.1988664 = boost
               6.228827 = idf(docFreq=236, maxDocs=44218)
               0.023735583 = queryNorm
             0.68127793 = fieldWeight in 2094, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.228827 = idf(docFreq=236, maxDocs=44218)
               0.109375 = fieldNorm(doc=2094)
         0.11862008 = weight(abstract_txt:project in 2094) [ClassicSimilarity], result of:
           0.11862008 = score(doc=2094,freq=2.0), product of:
             0.17515191 = queryWeight, product of:
               1.6854068 = boost
               4.378348 = idf(docFreq=1507, maxDocs=44218)
               0.023735583 = queryNorm
             0.67724115 = fieldWeight in 2094, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.378348 = idf(docFreq=1507, maxDocs=44218)
               0.109375 = fieldNorm(doc=2094)
         0.396325 = weight(abstract_txt:expert in 2094) [ClassicSimilarity], result of:
           0.396325 = score(doc=2094,freq=2.0), product of:
             0.44809917 = queryWeight, product of:
               3.301642 = boost
               5.7180014 = idf(docFreq=394, maxDocs=44218)
               0.023735583 = queryNorm
             0.88445824 = fieldWeight in 2094, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.7180014 = idf(docFreq=394, maxDocs=44218)
               0.109375 = fieldNorm(doc=2094)
       0.24 = coord(6/25)
   

2. Gauch, S.: Intelligent information retrieval : an introduction (1992) 0.20

   0.1971647 = sum of:
     0.1971647 = product of:
       0.9858235 = sum of:
         0.114691764 = weight(abstract_txt:intelligence in 503) [ClassicSimilarity], result of:
           0.114691764 = score(doc=503,freq=1.0), product of:
             0.15667617 = queryWeight, product of:
               1.1271553 = boost
               5.8562455 = idf(docFreq=343, maxDocs=44218)
               0.023735583 = queryNorm
             0.7320307 = fieldWeight in 503, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.8562455 = idf(docFreq=343, maxDocs=44218)
               0.125 = fieldNorm(doc=503)
         0.1274418 = weight(abstract_txt:artificial in 503) [ClassicSimilarity], result of:
           0.1274418 = score(doc=503,freq=1.0), product of:
             0.16808258 = queryWeight, product of:
               1.1674644 = boost
               6.0656753 = idf(docFreq=278, maxDocs=44218)
               0.023735583 = queryNorm
             0.7582094 = fieldWeight in 503, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.0656753 = idf(docFreq=278, maxDocs=44218)
               0.125 = fieldNorm(doc=503)
         0.08991689 = weight(abstract_txt:technology in 503) [ClassicSimilarity], result of:
           0.08991689 = score(doc=503,freq=1.0), product of:
             0.1678362 = queryWeight, product of:
               1.6498334 = boost
               4.2859354 = idf(docFreq=1653, maxDocs=44218)
               0.023735583 = queryNorm
             0.5357419 = fieldWeight in 503, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               4.2859354 = idf(docFreq=1653, maxDocs=44218)
               0.125 = fieldNorm(doc=503)
         0.33349413 = weight(abstract_txt:office in 503) [ClassicSimilarity], result of:
           0.33349413 = score(doc=503,freq=1.0), product of:
             0.40214583 = queryWeight, product of:
               2.553813 = boost
               6.634292 = idf(docFreq=157, maxDocs=44218)
               0.023735583 = queryNorm
             0.8292865 = fieldWeight in 503, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.634292 = idf(docFreq=157, maxDocs=44218)
               0.125 = fieldNorm(doc=503)
         0.32027894 = weight(abstract_txt:expert in 503) [ClassicSimilarity], result of:
           0.32027894 = score(doc=503,freq=1.0), product of:
             0.44809917 = queryWeight, product of:
               3.301642 = boost
               5.7180014 = idf(docFreq=394, maxDocs=44218)
               0.023735583 = queryNorm
             0.7147502 = fieldWeight in 503, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.7180014 = idf(docFreq=394, maxDocs=44218)
               0.125 = fieldNorm(doc=503)
       0.2 = coord(5/25)
   

3. Savic, D.: Automatic classification of office documents : review of available methods and techniques (1995) 0.19

   0.19405775 = sum of:
     0.19405775 = product of:
       0.80857396 = sum of:
         0.084948786 = weight(abstract_txt:automatic in 2219) [ClassicSimilarity], result of:
           0.084948786 = score(doc=2219,freq=2.0), product of:
             0.123320535 = queryWeight, product of:
               5.1955976 = idf(docFreq=665, maxDocs=44218)
               0.023735583 = queryNorm
             0.6888454 = fieldWeight in 2219, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               5.1955976 = idf(docFreq=665, maxDocs=44218)
               0.09375 = fieldNorm(doc=2219)
         0.08601883 = weight(abstract_txt:intelligence in 2219) [ClassicSimilarity], result of:
           0.08601883 = score(doc=2219,freq=1.0), product of:
             0.15667617 = queryWeight, product of:
               1.1271553 = boost
               5.8562455 = idf(docFreq=343, maxDocs=44218)
               0.023735583 = queryNorm
             0.54902303 = fieldWeight in 2219, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.8562455 = idf(docFreq=343, maxDocs=44218)
               0.09375 = fieldNorm(doc=2219)
         0.095581345 = weight(abstract_txt:artificial in 2219) [ClassicSimilarity], result of:
           0.095581345 = score(doc=2219,freq=1.0), product of:
             0.16808258 = queryWeight, product of:
               1.1674644 = boost
               6.0656753 = idf(docFreq=278, maxDocs=44218)
               0.023735583 = queryNorm
             0.56865704 = fieldWeight in 2219, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.0656753 = idf(docFreq=278, maxDocs=44218)
               0.09375 = fieldNorm(doc=2219)
         0.10350337 = weight(abstract_txt:designing in 2219) [ClassicSimilarity], result of:
           0.10350337 = score(doc=2219,freq=1.0), product of:
             0.1772462 = queryWeight, product of:
               1.1988664 = boost
               6.228827 = idf(docFreq=236, maxDocs=44218)
               0.023735583 = queryNorm
             0.58395255 = fieldWeight in 2219, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.228827 = idf(docFreq=236, maxDocs=44218)
               0.09375 = fieldNorm(doc=2219)
         0.08479772 = weight(abstract_txt:documents in 2219) [ClassicSimilarity], result of:
           0.08479772 = score(doc=2219,freq=2.0), product of:
             0.15518987 = queryWeight, product of:
               1.5864595 = boost
               4.1213026 = idf(docFreq=1949, maxDocs=44218)
               0.023735583 = queryNorm
             0.5464127 = fieldWeight in 2219, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               4.1213026 = idf(docFreq=1949, maxDocs=44218)
               0.09375 = fieldNorm(doc=2219)
         0.35372394 = weight(abstract_txt:office in 2219) [ClassicSimilarity], result of:
           0.35372394 = score(doc=2219,freq=2.0), product of:
             0.40214583 = queryWeight, product of:
               2.553813 = boost
               6.634292 = idf(docFreq=157, maxDocs=44218)
               0.023735583 = queryNorm
             0.8795912 = fieldWeight in 2219, product of:
               1.4142135 = tf(freq=2.0), with freq of:
                 2.0 = termFreq=2.0
               6.634292 = idf(docFreq=157, maxDocs=44218)
               0.09375 = fieldNorm(doc=2219)
       0.24 = coord(6/25)
   

4. Aguado, P.M.: ¬Los sistemas expertos y la recuperacion documental : ejemplos de aplicacion (1995) 0.14

   0.14099173 = sum of:
     0.14099173 = product of:
       0.7049587 = sum of:
         0.024113663 = weight(abstract_txt:from in 6746) [ClassicSimilarity], result of:
           0.024113663 = score(doc=6746,freq=1.0), product of:
             0.06979649 = queryWeight, product of:
               1.0639325 = boost
               2.7638826 = idf(docFreq=7577, maxDocs=44218)
               0.023735583 = queryNorm
             0.34548533 = fieldWeight in 6746, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.7638826 = idf(docFreq=7577, maxDocs=44218)
               0.125 = fieldNorm(doc=6746)
         0.114691764 = weight(abstract_txt:intelligence in 6746) [ClassicSimilarity], result of:
           0.114691764 = score(doc=6746,freq=1.0), product of:
             0.15667617 = queryWeight, product of:
               1.1271553 = boost
               5.8562455 = idf(docFreq=343, maxDocs=44218)
               0.023735583 = queryNorm
             0.7320307 = fieldWeight in 6746, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.8562455 = idf(docFreq=343, maxDocs=44218)
               0.125 = fieldNorm(doc=6746)
         0.11843255 = weight(abstract_txt:prototype in 6746) [ClassicSimilarity], result of:
           0.11843255 = score(doc=6746,freq=1.0), product of:
             0.16006468 = queryWeight, product of:
               1.1392789 = boost
               5.9192348 = idf(docFreq=322, maxDocs=44218)
               0.023735583 = queryNorm
             0.73990434 = fieldWeight in 6746, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.9192348 = idf(docFreq=322, maxDocs=44218)
               0.125 = fieldNorm(doc=6746)
         0.1274418 = weight(abstract_txt:artificial in 6746) [ClassicSimilarity], result of:
           0.1274418 = score(doc=6746,freq=1.0), product of:
             0.16808258 = queryWeight, product of:
               1.1674644 = boost
               6.0656753 = idf(docFreq=278, maxDocs=44218)
               0.023735583 = queryNorm
             0.7582094 = fieldWeight in 6746, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.0656753 = idf(docFreq=278, maxDocs=44218)
               0.125 = fieldNorm(doc=6746)
         0.32027894 = weight(abstract_txt:expert in 6746) [ClassicSimilarity], result of:
           0.32027894 = score(doc=6746,freq=1.0), product of:
             0.44809917 = queryWeight, product of:
               3.301642 = boost
               5.7180014 = idf(docFreq=394, maxDocs=44218)
               0.023735583 = queryNorm
             0.7147502 = fieldWeight in 6746, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.7180014 = idf(docFreq=394, maxDocs=44218)
               0.125 = fieldNorm(doc=6746)
       0.2 = coord(5/25)
   

5. Expert systems in law (1994) 0.14

   0.14076628 = sum of:
     0.14076628 = product of:
       0.87978923 = sum of:
         0.036170494 = weight(abstract_txt:from in 4762) [ClassicSimilarity], result of:
           0.036170494 = score(doc=4762,freq=1.0), product of:
             0.06979649 = queryWeight, product of:
               1.0639325 = boost
               2.7638826 = idf(docFreq=7577, maxDocs=44218)
               0.023735583 = queryNorm
             0.518228 = fieldWeight in 4762, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               2.7638826 = idf(docFreq=7577, maxDocs=44218)
               0.1875 = fieldNorm(doc=4762)
         0.17203766 = weight(abstract_txt:intelligence in 4762) [ClassicSimilarity], result of:
           0.17203766 = score(doc=4762,freq=1.0), product of:
             0.15667617 = queryWeight, product of:
               1.1271553 = boost
               5.8562455 = idf(docFreq=343, maxDocs=44218)
               0.023735583 = queryNorm
             1.0980461 = fieldWeight in 4762, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.8562455 = idf(docFreq=343, maxDocs=44218)
               0.1875 = fieldNorm(doc=4762)
         0.19116269 = weight(abstract_txt:artificial in 4762) [ClassicSimilarity], result of:
           0.19116269 = score(doc=4762,freq=1.0), product of:
             0.16808258 = queryWeight, product of:
               1.1674644 = boost
               6.0656753 = idf(docFreq=278, maxDocs=44218)
               0.023735583 = queryNorm
             1.1373141 = fieldWeight in 4762, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               6.0656753 = idf(docFreq=278, maxDocs=44218)
               0.1875 = fieldNorm(doc=4762)
         0.4804184 = weight(abstract_txt:expert in 4762) [ClassicSimilarity], result of:
           0.4804184 = score(doc=4762,freq=1.0), product of:
             0.44809917 = queryWeight, product of:
               3.301642 = boost
               5.7180014 = idf(docFreq=394, maxDocs=44218)
               0.023735583 = queryNorm
             1.0721252 = fieldWeight in 4762, product of:
               1.0 = tf(freq=1.0), with freq of:
                 1.0 = termFreq=1.0
               5.7180014 = idf(docFreq=394, maxDocs=44218)
               0.1875 = fieldNorm(doc=4762)
       0.16 = coord(4/25)